Harbor seal (Phoca vitulina), Thinned observations,All pseudo-absence/background points, Full extent, seal specific v2 (sss, dfs, month, mld), evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	roc_auc	tss_max
rf	0.9441186	0.7641247
bt	0.9143254	0.7360296
maxnet	0.8842235	0.6989812
gam	0.8978080	0.7107132
glm	0.8876196	0.6989812

Variable Importance